Pith Number

pith:MTLH6IEN

pith:2020:MTLH6IEN7WGQKBS5UIJ6ZW5IDV

not attested not anchored not stored refs pending

Multiple Access in Dynamic Cell-Free Networks: Outage Performance and Deep Reinforcement Learning-Based Design

Ekram Hossain, Mohamed Akrout, Yasser Al-Eryani

arxiv:2002.02801 v2 · 2020-01-29 · eess.SP · cs.IT · cs.LG · math.IT · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MTLH6IEN7WGQKBS5UIJ6ZW5IDV}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T00:43:07.356687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64d67f208dfd8d05065da213ecdba81d5b4b70cb30755ff7f82bfb470e976405

Aliases

arxiv: 2002.02801 · arxiv_version: 2002.02801v2 · doi: 10.48550/arxiv.2002.02801 · pith_short_12: MTLH6IEN7WGQ · pith_short_16: MTLH6IEN7WGQKBS5 · pith_short_8: MTLH6IEN

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MTLH6IEN7WGQKBS5UIJ6ZW5IDV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 64d67f208dfd8d05065da213ecdba81d5b4b70cb30755ff7f82bfb470e976405

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6375beb49870ae520790891c3265075e1a5d27df1dca63c6508289e0ddfb617",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-01-29T03:00:22Z",
    "title_canon_sha256": "2c48e4757995bfe426b2fca6000fef27affb499040e855792825b0ff973ae5d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.02801",
    "kind": "arxiv",
    "version": 2
  }
}